A/B Testing

Split illustration of a static Meta ad transforming into an animated video with broken A/B test indicators

Meta's Auto-Animation Broke the One Thing Paid Social Teams Actually Controlled

Meta's Advantage+ creative enhancements now auto-animate static image ads by default, adding 3D motion, zoom effects, and panning without requiring advertiser approval. The feature is designed to boost engagement, but it introduces an uncontrolled variable into every A/B test running static creatives on the platform. Advertisers who

Pop art illustration of Google Ads experiment dashboard with split test arrows and auto-pilot toggle controls switching on

Google Ads Experiments Now Auto-Apply Based on Vibes, Not Statistical Significance

By Notice Me Senpai Editorial Jones Road Beauty just discovered that the channel eating most of their budget was mostly finding people who would have bought anyway. That's the kind of finding that makes a CMO go quiet in a meeting. And it came from a tool that